core

Type Members

1. class AddCsvDataSetImportsFromFolder extends InputFutureRunnableExt[AddCsvDataSetImportsFromFolderSpec]

   

2. case class AddCsvDataSetImportsFromFolderSpec(folderPath: String, dataSpaceName: String, dataSetIdPrefix: String, dataSetNamePrefix: String, delimiter: String, storageType: models.StorageType.Value, batchSize: Option[Int]) extends Product with Serializable

   

3. class CalcCorrelations extends InputFutureRunnableExt[CalcCorrelationsSpec]

   

4. class CalcCorrelationsFromFile extends InputFutureRunnableExt[CalcCorrelationsFromFileSpec]

   

5. case class CalcCorrelationsFromFileSpec(inputFileName: String, delimiter: Option[String], skipFirstColumns: Option[Int], streamParallelism: Option[Int], exportFileName: String) extends Product with Serializable

   

6. case class CalcCorrelationsSpec(dataSetId: String, featuresNum: Option[Int], allFeaturesExcept: Seq[String], standardRepetitions: Int, streamRepetitions: Int, streamParallelism: Option[Int], streamWithProjection: Boolean, streamAreValuesAllDefined: Boolean, exportFileName: Option[String]) extends Product with Serializable

   

7. class CalcEuclideanDistances extends InputFutureRunnableExt[CalcEuclideanDistancesSpec]

   

8. class CalcEuclideanDistancesFromFile extends InputFutureRunnableExt[CalcEuclideanDistancesFromFileSpec] with CalculatorExecutors

   

9. case class CalcEuclideanDistancesFromFileSpec(inputFileName: String, delimiter: Option[String], skipFirstColumns: Option[Int], streamParallelism: Option[Int], exportFileName: String) extends Product with Serializable

   

10. case class CalcEuclideanDistancesSpec(dataSetId: String, featuresNum: Option[Int], allFeaturesExcept: Seq[String], standardRepetitions: Int, streamRepetitions: Int, streamParallelism: Option[Int], streamWithProjection: Boolean, streamAreValuesAllDefined: Boolean, exportFileName: Option[String]) extends Product with Serializable

    

11. class CalcKMeansFromFile extends InputRunnableExt[CalcKMeansFromFileSpec] with CalcKMeansHelper

    

12. case class CalcKMeansFromFileSpec(k: Int, maxIterations: Option[Int], useBisecting: Boolean, inputFileName: String, delimiter: Option[String], exportFileName: String, exportPlot: Boolean) extends Product with Serializable

    

13. class CalcKMeansFromFolder extends InputRunnableExt[CalcKMeansFromFolderSpec] with CalcKMeansHelper

    

14. case class CalcKMeansFromFolderSpec(k: Int, maxIterations: Option[Int], useBisecting: Boolean, inputFolderName: String, extension: String, delimiter: Option[String], exportFolderName: String, exportPlot: Boolean) extends Product with Serializable

    

15. trait CalcKMeansHelper extends AnyRef

    

16. class CalcMatthewsBinaryClassCorrelations extends InputFutureRunnableExt[CalcMatthewsBinaryClassCorrelationsSpec] with CalculatorExecutors

    

17. case class CalcMatthewsBinaryClassCorrelationsSpec(dataSetId: String, parallelism: Int, delimiter: Option[String], exportFileName: String) extends Product with Serializable

    

18. class CalcMeanAbsCorrelationsFromFile extends InputFutureRunnableExt[CalcMeanAbsCorrelationsFromFileSpec] with CalculatorExecutors

    

19. case class CalcMeanAbsCorrelationsFromFileSpec(correlationsInputFileName: String, delimiter: Option[String], exportFileName: String) extends Product with Serializable

    

20. class CalcMetricMDSFromFile extends InputFutureRunnableExt[CalcMetricMDSFromFileSpec]

    

21. case class CalcMetricMDSFromFileSpec(inputFileName: String, delimiter: Option[String], dims: Int, scaleByEigenValues: Boolean, exportFileName: String) extends Product with Serializable

    

22. class CalcTSNEProjectionForRows extends InputFutureRunnableExt[CalcTSNEProjectionForRowsSpec]

    

23. case class CalcTSNEProjectionForRowsSpec(dataSetId: String, featuresNum: Option[Int], allFeaturesExcept: Seq[String], idLabelFieldName: String, dims: Int, iterations: Option[Int], perplexity: Option[Double], theta: Option[Double], pcaDims: Option[Int], repetitions: Int, exportFileName: Option[String], plotExportFileName: Option[String]) extends Product with Serializable

    

24. class CalcTSNEProjectionFromFile extends InputFutureRunnableExt[CalcTSNEProjectionFromFileSpec]

    

25. case class CalcTSNEProjectionFromFileSpec(inputFileName: String, delimiter: Option[String], dims: Int, iterations: Seq[Int], perplexities: Seq[Double], thetas: Seq[Double], pcaDims: Option[Int], isColumnBased: Boolean, exportFileName: String, exportPlot: Boolean) extends Product with Serializable

    

26. class CalcVariancesFromFile extends InputFutureRunnableExt[CalcVariancesFromFileSpec] with CalculatorExecutors

    

27. case class CalcVariancesFromFileSpec(inputFileName: String, delimiter: Option[String], skipFirstColumns: Option[Int], streamParallelism: Option[Int], exportFileName: String) extends Product with Serializable

    

28. class CalculateMultipleVariances extends InputFutureRunnableExt[CalculateMultipleVariancesSpec] with CalculatorExecutors

    

29. case class CalculateMultipleVariancesSpec(dataSetId: String, fieldNames: Seq[String], exportFileName: String, exportDelimiter: String) extends Product with Serializable

    

30. class Calculator extends InputRunnableExt[CalculatorSpec] with RunnableHtmlOutput

    

31. case class CalculatorSpec(a: Double, operator: Operator.Value, b: Double) extends Product with Serializable

    

32. class ChangeFieldLabels extends InputFutureRunnableExt[ChangeFieldLabelsSpec]

    

33. case class ChangeFieldLabelsSpec(dataSetId: String, fieldNameLabels: Seq[String], batchSize: Option[Int]) extends Product with Serializable

    

34. class ChangeFieldNames extends InputFutureRunnableExt[ChangeFieldNamesSpec]

    

35. case class ChangeFieldNamesSpec(sourceDataSetId: String, oldFieldNames: Seq[String], newFieldNames: Seq[String], resultDataSetSpec: ResultDataSetSpec, streamSpec: StreamSpec) extends Product with Serializable

    

36. class ClassifyRCResults extends InputFutureRunnableExt[ClassifyRCResultsSpec]

    

37. case class ClassifyRCResultsSpec(resultsDataSetId: Option[String], rcWeightDataSetIdPrefix: Option[String], rcWeightDataSetIdSuffixFrom: Option[Int], rcWeightDataSetIdSuffixTo: Option[Int], mlModelId: BSONObjectID, outputFieldName: String, filterName: Option[String], replicationFilterId: Option[BSONObjectID], learningSetting: ClassificationLearningSetting) extends Product with Serializable

    

38. class CompareAllValuesInTwoDataSets extends InputFutureRunnableExt[CompareAllValuesInTwoDataSetsSpec]

    

39. case class CompareAllValuesInTwoDataSetsSpec(dataSetId1: String, storageType1: models.StorageType.Value, dataSetId2: String, storageType2: models.StorageType.Value, keyFieldName: String, fieldsNum: Option[Int], fieldsSkip: Option[Int]) extends Product with Serializable

    

40. class CompareFieldNames extends InputFutureRunnableExt[CompareFieldNamesSpec]

    

41. case class CompareFieldNamesSpec(dataSetIds: Seq[String]) extends Product with Serializable

    

42. class CopyElasticDataSet extends InputFutureRunnableExt[CopyElasticDataSetSpec]

    

43. case class CopyElasticDataSetSpec(sourceDataSetId: String, targetDataSetId: String, fieldDataSetId: String, refreshPolicy: incal.access.elastic.RefreshPolicy.Value, streamSpec: StreamSpec, scrollBatchSize: Int) extends Product with Serializable

    

44. class CopyRecord extends DsaInputFutureRunnable[RecordSpec]

    

45. class CopyToNewStorage extends InputFutureRunnableExt[CopyToNewStorageSpec]

    

46. case class CopyToNewStorageSpec(dataSetId: String, groupSize: Int, parallelism: Int, backpressureBufferSize: Int, saveDeltaOnly: Boolean, targetStorageType: models.StorageType.Value) extends Product with Serializable

    

47. class CountDistinct extends DsaInputFutureRunnable[CountDistinctSpec]

    

48. case class CountDistinctSpec(dataSetId: String, fieldNames: Seq[String]) extends Product with Serializable

    

49. class CreateDataSpace extends InputFutureRunnableExt[DataSpaceSpec]

    

50. class CreateDefaultMainView extends DsaInputFutureRunnable[CreateDefaultMainViewSpec]

    

51. case class CreateDefaultMainViewSpec(dataSetId: String, doubleDecimalPlaces: Option[Int], defaultElementGridWidth: Int, distributionWidgetGridWidth: Option[Int], boxWidgetGridWidth: Option[Int], correlationWidgetGridWidth: Option[Int], scatterWidgetGridWidth: Option[Int]) extends Product with Serializable

    

52. case class DataSpaceSpec(name: String, sortOrder: Option[Int], parentId: Option[BSONObjectID]) extends Product with Serializable

    

53. class DeleteRecord extends DsaInputFutureRunnable[RecordSpec]

    

54. class DropExtraMiliSecsPoints extends DsaInputFutureRunnable[DropExtraMiliSecsPointsSpec]

    

55. case class DropExtraMiliSecsPointsSpec(dataSetId: String, fieldName: String, batchSize: Int) extends Product with Serializable

    

56. class DropFields extends InputFutureRunnableExt[DropFieldsTransformation]

    

57. class ExportDataSetsForSpaceAsCsvs extends InputFutureRunnableExt[ExportDataSetsForSpaceAsCsvsSpec]

    

58. case class ExportDataSetsForSpaceAsCsvsSpec(dataSpaceId: BSONObjectID, delimiter: String, exportFolder: String) extends Product with Serializable

    

59. class FindDuplicates extends DsaInputFutureRunnable[FindDuplicatesSpec]

    

60. case class FindDuplicatesSpec(dataSetId: String, fieldNames: Seq[String]) extends Product with Serializable

    

61. class ImputeOrderedGroupValuesFromPrevious extends InputFutureRunnableExt[ImputeOrderedGroupValuesFromPreviousSpec]

    

62. case class ImputeOrderedGroupValuesFromPreviousSpec(sourceDataSetId: String, derivedDataSetSpec: ResultDataSetSpec, groupIdFieldName: String, orderFieldName: String, enumOrderedStringValues: Seq[String], streamSpec: StreamSpec) extends Product with Serializable

    

63. class InferNewDataSet extends InputFutureRunnableExt[InferNewDataSetSpec]

    

64. case class InferNewDataSetSpec(originalDataSetId: String, newDataSetId: String, newDataSetName: String, storageType: models.StorageType.Value, saveBatchSize: Option[Int], inferenceGroupSize: Option[Int], inferenceGroupsInParallel: Option[Int], maxEnumValuesCount: Int, minAvgValuesPerEnum: Double, booleanIncludeNumbers: Boolean) extends Product with Serializable

    

65. class LinkTwoDataSets extends InputFutureRunnableExt[LinkTwoDataSetsTransformation]

    

66. class List08ElasticDataSetsToMigrate extends FutureRunnable with List08ElasticDataSetsToMigrateHelper with RunnableHtmlOutput

    

67. trait List08ElasticDataSetsToMigrateHelper extends AnyRef

    

68. class MatchGroupsWithConfounders extends InputFutureRunnableExt[MatchGroupsWithConfoundersTransformation]

    

69. class MergeDataSetsFullyWoInference extends InputFutureRunnableExt[MergeDataSetsFullyWoInferenceSpec]

    

70. case class MergeDataSetsFullyWoInferenceSpec(sourceDataSetIds: Seq[String], addSourceDataSetId: Boolean, resultDataSetSpec: ResultDataSetSpec, streamSpec: StreamSpec) extends Product with Serializable

    

71. class MoveDataSets extends InputFutureRunnableExt[MoveDataSetsSpec]

    

72. case class MoveDataSetsSpec(newDataSpaceId: BSONObjectID, dataSetId: String, suffixFrom: Option[Int], suffixTo: Option[Int]) extends Product with Serializable

    

73. case class PersonIterativeAccumGlobalFuture(sumSqSums: Seq[(Double, Double)], pSumsWithIndeces: Seq[Future[(Seq[Seq[Double]], Int)]], count: Int) extends Product with Serializable

    

74. case class PersonIterativeAccumGlobalParallel(sumSqSums: Seq[(Double, Double)], pSumsWithIndeces: ParArray[(Seq[Seq[Double]], Int)], count: Int) extends Product with Serializable

    

75. case class RecordSpec(dataSetId: String, recordId: BSONObjectID) extends Product with Serializable

    

76. class Reindex08ElasticDataSetsForDataSpace extends InputFutureRunnableExt[ReindexElasticDataSetsForDataSpaceSpec] with List08ElasticDataSetsToMigrateHelper with RunnableHtmlOutput

    

77. class ReindexAll08ElasticDataSets extends InputFutureRunnableExt[ReindexAll08ElasticDataSetsSpec] with List08ElasticDataSetsToMigrateHelper with RunnableHtmlOutput

    

78. case class ReindexAll08ElasticDataSetsSpec(saveBatchSize: Int, scrollBatchSize: Int, mappingsLimit: Option[Int]) extends Product with Serializable

    

79. class ReindexElasticDataSet extends InputFutureRunnableExt[ReindexElasticDataSetSpec] with RunnableHtmlOutput

    

80. case class ReindexElasticDataSetSpec(dataSetId: String, refreshPolicy: incal.access.elastic.RefreshPolicy.Value, streamSpec: StreamSpec, scrollBatchSize: Int) extends Product with Serializable

    

81. class ReindexElasticDataSetWithCopying extends InputFutureRunnableExt[ReindexElasticDataSetWithCopyingSpec]

    

82. case class ReindexElasticDataSetWithCopyingSpec(dataSetId: String, refreshPolicy: incal.access.elastic.RefreshPolicy.Value, streamSpec: StreamSpec, scrollBatchSize: Int) extends Product with Serializable

    

83. case class ReindexElasticDataSetsForDataSpaceSpec(dataSpaceId: BSONObjectID, saveBatchSize: Int, scrollBatchSize: Int, mappingsLimit: Option[Int]) extends Product with Serializable

    

84. class RemoveClassificationBinCurves extends InputFutureRunnableExt[RemoveClassificationBinCurvesSpec]

    

85. case class RemoveClassificationBinCurvesSpec(dataSetId: String) extends Product with Serializable

    

86. class RemoveDuplicates extends DsaInputFutureRunnable[RemoveDuplicatesSpec]

    

87. case class RemoveDuplicatesSpec(dataSetId: String, fieldNames: Seq[String]) extends Product with Serializable

    

88. class RemoveQuotes extends InputFutureRunnableExt[RemoveQuotesSpec]

    

89. case class RemoveQuotesSpec(dataSetId: String, fieldName: String, batchSize: Int) extends Product with Serializable

    

90. class RemoveUnreferencedFilters extends InputFutureRunnableExt[RemoveUnreferencedFiltersSpec]

    

91. case class RemoveUnreferencedFiltersSpec(dataSetId: String) extends Product with Serializable

    

92. class ReplaceCommaWithDot extends InputFutureRunnableExt[ReplaceCommaWithDotSpec]

    

93. case class ReplaceCommaWithDotSpec(dataSetId: String, fieldName: String, batchSize: Int) extends Product with Serializable

    

94. class ReplaceDotWithUnderScoreInLabels extends DsaInputFutureRunnable[ReplaceDotWithUnderScoreInLabelsSpec]

    

95. case class ReplaceDotWithUnderScoreInLabelsSpec(dataSetId: String) extends Product with Serializable

    

96. class ReplaceNumber extends DsaInputFutureRunnable[ReplaceNumberSpec]

    

97. case class ReplaceNumberSpec(dataSetId: String, fieldName: String, from: Double, to: Double, updateStreamSpec: StreamSpec) extends Product with Serializable

    

98. class ReplaceNumericValuesWithNull extends DsaInputFutureRunnable[ReplaceNumericValuesWithNullSpec]

    

99. case class ReplaceNumericValuesWithNullSpec(dataSetId: String, valueToReplace: Double, processingBatchSize: Int, parallelism: Int, backpressureBufferSize: Int) extends Product with Serializable

    

100. class ReplaceString extends DsaInputFutureRunnable[ReplaceStringSpec]

     

101. case class ReplaceStringSpec(dataSetId: String, fieldName: String, batchSize: Int, from: String, to: String) extends Product with Serializable

     

102. class ReplaceZeroWithNull extends DsaInputFutureRunnable[ReplaceZeroWithNullSpec]

     

103. case class ReplaceZeroWithNullSpec(dataSetId: String, fieldName: String, batchSize: Int) extends Product with Serializable

     

104. class RunIndependenceTestForDataSpace extends InputFutureRunnableExt[RunIndependenceTestForDataSpaceSpec]

     

105. case class RunIndependenceTestForDataSpaceSpec(dataSpaceId: BSONObjectID, inputFieldName: String, targetFieldName: String, exportFileName: String, exportDelimiter: String) extends Product with Serializable

     

106. class RunIndependenceTestForMultipleTargets extends InputFutureRunnableExt[RunIndependenceTestForMultipleTargetsSpec]

     

107. case class RunIndependenceTestForMultipleTargetsSpec(dataSetId: String, inputFieldNames: Seq[String], targetFieldNames: Seq[String], exportFileName: String, exportDelimiter: String) extends Product with Serializable

     

108. class RunRowTimeSeriesDLRegression extends InputFutureRunnableExt[RunRowTimeSeriesDLRegressionSpec] with TimeSeriesResultsHelper

     

109. case class RunRowTimeSeriesDLRegressionSpec(dataSetId: String, ioSpec: TemporalGroupIOSpec, mlModelId: BSONObjectID, learningSetting: TemporalRegressionLearningSetting) extends Product with Serializable

     

110. class RunRowTimeSeriesRCRegression extends InputFutureRunnableExt[RunRowTimeSeriesRCRegressionSpec] with TimeSeriesResultsHelper

     

111. case class RunRowTimeSeriesRCRegressionSpec(dataSetId: String, inputFieldNames: Seq[String], outputFieldName: String, orderFieldName: String, orderedStringValues: Seq[String], criterionFieldName: String, criterionStringValue: String, predictAhead: Int, mlModelId: BSONObjectID, windowSize: Option[Int], reservoirNodeNum: ValueOrSeq[Int] = Left(None), reservoirInDegree: ValueOrSeq[Int] = Left(None), reservoirEdgesNum: ValueOrSeq[Int] = Left(None), reservoirPreferentialAttachment: Boolean = false, reservoirBias: Boolean = false, reservoirCircularInEdges: Option[Seq[Int]] = None, inputReservoirConnectivity: ValueOrSeq[Double] = Left(None), reservoirSpectralRadius: ValueOrSeq[Double] = Left(None), reservoirFunctionType: ActivationFunctionType, reservoirFunctionParams: Seq[Double] = Nil, washoutPeriod: ValueOrSeq[Int] = Left(None), learningSetting: RegressionLearningSetting, minCrossValidationTrainingSizeRatio: Option[Double], trainingTestSplitOrderValue: Option[Double]) extends Product with Serializable

     

112. class RunTimeSeriesDLRegression extends InputFutureRunnableExt[RunTimeSeriesDLRegressionSpec] with TimeSeriesResultsHelper

     

113. case class RunTimeSeriesDLRegressionSpec(dataSetId: String, itemId: BSONObjectID, ioSpec: IOJsonTimeSeriesSpec, mlModelId: BSONObjectID, learningSetting: TemporalRegressionLearningSetting, replicationItemId: Option[BSONObjectID]) extends Product with Serializable

     

114. class RunTimeSeriesRCRegression extends InputFutureRunnableExt[RunTimeSeriesRCRegressionSpec] with TimeSeriesResultsHelper

     

115. case class RunTimeSeriesRCRegressionSpec(dataSetId: String, itemId: BSONObjectID, ioSpec: IOJsonTimeSeriesSpec, predictAhead: Int, mlModelId: BSONObjectID, windowSize: Option[Int], reservoirNodeNum: ValueOrSeq[Int] = Left(None), reservoirInDegree: ValueOrSeq[Int] = Left(None), reservoirEdgesNum: ValueOrSeq[Int] = Left(None), reservoirPreferentialAttachment: Boolean = false, reservoirBias: Boolean = false, reservoirCircularInEdges: Option[Seq[Int]] = None, inputReservoirConnectivity: ValueOrSeq[Double] = Left(None), reservoirSpectralRadius: ValueOrSeq[Double] = Left(None), reservoirFunctionType: ActivationFunctionType, reservoirFunctionParams: Seq[Double] = Nil, washoutPeriod: ValueOrSeq[Int] = Left(None), crossValidationFolds: Option[Int], crossValidationMinTrainingSizeRatio: Option[Double], crossValidationEvalMetric: Option[incal.spark_ml.models.regression.RegressionEvalMetric.Value], learningSetting: RegressionLearningSetting, minCrossValidationTrainingSizeRatio: Option[Double], trainingTestSplitOrderValue: Option[Double], replicationItemId: Option[BSONObjectID]) extends Product with Serializable

     

116. class SelfLink extends InputFutureRunnableExt[SelfLinkSpec]

     

117. class ShowDataSetIdsOfSpace extends InputFutureRunnableExt[ShowDataSetIdsOfSpaceSpec]

     

118. case class ShowDataSetIdsOfSpaceSpec(dataSpaceId: String) extends Product with Serializable

     

119. class StandardizeDataFromFile extends InputFutureRunnableExt[StandardizeDataFromFileSpec]

     

120. case class StandardizeDataFromFileSpec(inputFileName: String, delimiter: Option[String], skipFirstColumns: Option[Int], useSampleStd: Boolean, exportFileName: String) extends Product with Serializable

     

121. trait TimeSeriesResultsHelper extends AnyRef

     

122. class TranslateNewDataSet extends InputFutureRunnableExt[TranslateNewDataSetSpec]

     

123. case class TranslateNewDataSetSpec(originalDataSetId: String, newDataSetId: String, newDataSetName: String, storageType: models.StorageType.Value, saveBatchSize: Option[Int]) extends Product with Serializable

     

124. class VerifyIfDuplicatesAreSame extends DsaInputFutureRunnable[VerifyIfDuplicatesAreSameSpec]

     

125. case class VerifyIfDuplicatesAreSameSpec(dataSetId: String, keyFieldNames: Seq[String], compareFieldNamesToExclude: Seq[String]) extends Product with Serializable